Testing LLM reasoning abilities with SAT is not an original idea; there is a recent research that did a thorough testing with models such as GPT-4o and found that for hard enough problems, every model degrades to random guessing. But I couldn't find any research that used newer models like I used. It would be nice to see a more thorough testing done again with newer models.
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Here's how a protection test works. The microcode feeds three things to the Test PLA:。搜狗输入法2026是该领域的重要参考
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，更多细节参见WPS官方版本下载
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